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The object of this note is to introduce and study topological properties of -derived, -border, -frontier, and -exterior of a set using the concept of -open sets. Moreover, we study some further properties of the well-known notions of -closure and -interior. We also obtain a new decompos...
This project is supported by National Natural Science Foundation of China (Grant No. 62076120). The insight and the distributional treatment on the first anomaly detection task (i.e., anomalous sequence detection in one stationary time series) were presented in International Conference on Very Large...
Knowledge distillation is a type of regularization acting on the loss function: Sheet-metalNet uses the following multi-class cross-entropy loss function to encourage the output vector \(\hat{y}\) to be consistent with the ground truth y: $$\begin{aligned} L_{hard}\left( y,\hat{y}\rig...
Note that the subsequent autoregressive step conditions on the discrete rotamer bin, not the sampled continuous rotamer angle. As residues and rotamers are sampled at different positions along the protein backbone, we monitor the negative pseudo-log-likelihood (PLL) of the sequence $${{{\mathrm...
As such, the entropy of the conditional class distribution on CIFAR is closer to that of random images than to the actual images in ImageNet, casting doubt on the second assumption underlying the Inception Score. Given the premise of the score, it makes quite a bit more sense to use the ...
with similar weights, but didn't see it as a way to share the gradient of the whole group of neurons. It could be interesting to attribute a backpropagated gradient to such an ensemble of neurons instead of just one, because SNNs' spikes are rarer than continuous sigmoid-activat...
This repositary is a combination of different resources lying scattered all over the internet. The reason for making such an repositary is to combine all the valuable resources in a sequential manner, so that it helps every beginners who are in a search
“Empirical Evaluation” briefly describes the experimental evaluation and Section “Results” reports the result findings of this study. Section “Discussion” summarises the discussion of the work with a note on the limitations of the study. Lastly, we include anAppendix Afor the additional data ...
Although diabetes mellitus is a complex and pervasive disease, most studies to date have focused on individual features, rather than considering the complexities of multivariate, multi-instance, and time-series data. In this study, we developed a novel diabetes prediction model that incorporates these...